Medical Physics | Radiology Deep learning and level set approach for liver and tumor segmentation from CT scans. October 28, 2020
Radiation Oncology | Radiology Incorporating sensitive cardiac substructure sparing into radiation therapy planning. October 19, 2020
Medical Physics | Radiation Oncology Automatic segmentation and applicator reconstruction for CT-based brachytherapy of cervical cancer using 3D convolutional neural networks. September 29, 2020
Neurology | Orthopedics | Radiology Faster RCNN-based detection of cervical spinal cord injury and disc degeneration. August 15, 2020
Oncology | Radiation Oncology Deep learning-based survival analysis for brain metastasis patients with the national cancer database. August 13, 2020
Medical Physics | Radiology End-to-end unsupervised cycle-consistent fully convolutional network for 3D pelvic CT-MR deformable registration. July 13, 2020
Medical Physics | Radiation Oncology Boosting radiotherapy dose calculation accuracy with deep learning. June 19, 2020
Medical Physics | Radiation Oncology Facial expression monitoring system for predicting patient’s sudden movement during radiotherapy using deep learning. June 9, 2020
Medical Physics | Radiation Oncology Prediction of the output factor using machine and deep learning approach in uniform scanning proton therapy. May 18, 2020
Radiation Oncology A method of using deep learning to predict three-dimensional dose distributions for intensity-modulated radiotherapy of rectal cancer. April 13, 2020
Medical Physics | Radiation Oncology Dosimetric evaluation of synthetic CT generated with GANs for MRI-only proton therapy treatment planning of brain tumors. March 27, 2020
Medical Imaging | Radiation Oncology A study of positioning orientation effect on segmentation accuracy using convolutional neural networks for rectal cancer. May 17, 2019